Data Scientist - Specializing in NLP (F/M) - Job Opportunity at Axens

Rueil-Malmaison, France
Full-time
Mid-level
Posted: May 14, 2025
On-site
EUR 55,000 - 75,000 annually based on location and industrial sector standards

Benefits

Work in international environment with global exposure
Modern technical infrastructure and tools
Professional development opportunities in cutting-edge AI/ML technologies
Collaborative agile work environment
Innovation-focused culture

Key Responsibilities

Design and implement advanced ML and hybrid models for industrial process optimization
Lead LLM implementation for enterprise knowledge extraction and synthesis
Develop predictive maintenance solutions using real-time sensor data
Create and deploy statistical models for manufacturing process optimization
Architect natural language processing solutions for document analysis
Monitor and evaluate emerging technologies in data science
Collaborate with cross-functional teams on process improvement initiatives

Requirements

Education

Engineering degree with Master's specialization in Data Science

Experience

First experience in industrial environment required

Required Skills

Python programming Machine Learning and Deep Learning libraries Statistical modeling Process engineering knowledge (plus) Fluent English Team collaboration Problem-solving abilities Communication skills Creative and innovative mindset Agile methodology
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Sauge AI Market Intelligence

Industry Trends

Industrial AI integration is experiencing rapid growth with a focus on hybrid models combining physics-based and data-driven approaches LLMs are increasingly being adapted for specialized industrial applications, particularly in document processing and knowledge management The convergence of process engineering and data science is creating unique roles that require cross-domain expertise Sustainability and carbon capture technologies are driving new applications of AI in industrial processes

Role Significance

Likely part of a specialized team of 5-8 professionals within the Digital Factory division
Mid to senior-level position with significant technical autonomy and project ownership

Key Projects

Industrial process optimization using hybrid AI models Enterprise knowledge management system development Predictive maintenance implementation Document intelligence and automated information extraction Process efficiency improvement initiatives

Success Factors

Ability to bridge theoretical ML concepts with practical industrial applications Strong foundation in both data science and process engineering principles Excellent communication skills to translate technical concepts across different stakeholders Proactive approach to technology monitoring and implementation Balance between innovation and practical implementation

Market Demand

High demand with growing trajectory due to industrial digital transformation initiatives and limited talent pool with combined process engineering and AI expertise

Important Skills

Critical Skills

Advanced Python programming with ML/DL frameworks for industrial applications Natural Language Processing expertise for technical document analysis Understanding of industrial processes and their optimization Ability to develop hybrid AI models combining physics and data-driven approaches

Beneficial Skills

Knowledge of petrochemical processes Experience with industrial IoT systems Familiarity with carbon capture technologies Understanding of industrial safety standards Experience with distributed computing systems

Unique Aspects

Rare combination of industrial process expertise with cutting-edge AI applications
Focus on sustainable technology and carbon capture creates unique data science applications
Opportunity to work with both traditional industrial systems and modern AI technologies
Global reach while maintaining human-scale organization dynamics

Career Growth

2-3 years in role before advancement, with accelerated growth possible based on project impact

Potential Next Roles

Lead Data Scientist AI Architecture Manager Digital Transformation Manager Technical Director Head of Industrial AI

Company Overview

Axens

Axens is a global leader in process licensing, catalysts, equipment, and services for the refining, petrochemical, gas, and alternative fuels industries

Strong market position as an IFP Group company with operations in 85+ countries
Significant presence in European industrial technology sector with global reach
Combines startup-like innovation culture with established industrial expertise and multinational scope
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